Process for producing a soft cheese with a natural moldy rind, the starting material being a milk, this process comprising the steps of preparing a cheese slurry, inoculation with microorganisms, ripening, heat treatment by immersing in an atmosphere saturated with steam or in a water bath. This process makes it possible to obtain a cheese which may be packaged and preserved in the form of slices.